Google: Manage Agent Memory and State

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업데이트됨 2026. 6.

Build stateful AI agents that maintain context and remember user preferences using session state, memory management, and personalization.

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You've built basic LLM agents that respond to queries—now let's make them stateful. Use session state to build agents that maintain context, remember user preferences, and provide personalized experiences. Transform agents from stateless responders to intelligent assistants.

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Session State Fundamentals

Session state is a dictionary where your agent stores data it needs to remember and access programmatically. Unlike conversation history (which only the LLM can read), session state gives you code-level access to exact values.

The problem: Conversation history alone isn’t enough for programmatic control

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